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  • Optimization

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


  • L

    LearnKartS

    Become AI-Ready: Deep Learning Fundamentals

    Skills you'll gain: Generative AI, Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Machine Learning, Model Training

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • L

    Logical Operations

    Prompt Engineering for AI Text Generation

    Skills you'll gain: Prompt Engineering, Generative AI, Business Communication, Communication, AI powered creativity, Responsible AI, Data Ethics, LLM Application, Large Language Modeling, Content Optimization, Artificial Intelligence, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Deep Learning, Machine Learning Software, Model Optimization, Machine Learning, Model Training, Artificial Neural Networks, Performance Tuning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Attention Mechanism - Português Brasileiro

    Skills you'll gain: Model Optimization, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Train Large Language Models Faster - Parallelism Deep Dive

    Skills you'll gain: Model Optimization, Model Training

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Machine Learning Product Management - Strategy to Deployment

    Skills you'll gain: Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Model Evaluation, AI Product Strategy, Product Management, Model Training, Product Lifecycle Management, Machine Learning Algorithms, Model Optimization, Applied Machine Learning, Decision Intelligence, Data Processing, Technical Product Management, Feature Engineering, Project Management, Machine Learning Methods, Machine Learning, Technical Management, Data Transformation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Introduction to Vertex AI Studio - Français

    Skills you'll gain: Prompt Engineering, Gemini, Google Gemini, Generative AI, Prompt Patterns, Multimodal Prompts, AI Workflows, LLM Application, Model Optimization, Prototyping, Fine-tuning, Google Cloud Platform

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Microsoft Power BI Performance Best Practices

    Skills you'll gain: Data Modeling, Data Analysis Expressions (DAX), Power BI, Data Store, Power Platform Architecture & Technical Design, Performance Improvement, Performance Tuning, Data Architecture, Microsoft Power Platform, Dashboard Creation, Dashboard, Performance Analysis, Scalability, Frontend Performance, Model Optimization, Microsoft SQL Servers, Microsoft Azure, Performance Metric, Business Intelligence, Data Transformation

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Tower Defense Game Development – Unity 6 & Blender

    Skills you'll gain: Animations, Program Development, User Interface (UI) Design, Game Design, Computer Graphic Techniques, Model Optimization, Data Import/Export, Image Quality, Artificial Intelligence

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Cloud Operations and Troubleshooting

    Skills you'll gain: Cloud Management, Disaster Recovery, IT Automation, Network Troubleshooting, Cloud Deployment, System Monitoring, Microsoft Azure, Cloud Computing, Cloud Security, Continuous Monitoring, Patch Management, Dashboard Creation

    Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Model Optimization, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Deep Learning - Crash Course 2023

    Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Matplotlib, NumPy, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Pandas (Python Package), Machine Learning Methods, Data Science, Artificial Intelligence, Model Optimization, Data Preprocessing, Model Training, Machine Learning, Network Model, Data Manipulation, Model Evaluation

    Beginner · Course · 3 - 6 Months

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In summary, here are 10 of our most popular optimization courses

  • Become AI-Ready: Deep Learning Fundamentals: LearnKartS
  • Prompt Engineering for AI Text Generation: Logical Operations
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • Attention Mechanism - Português Brasileiro: Google Cloud
  • Train Large Language Models Faster - Parallelism Deep Dive: Packt
  • Machine Learning Product Management - Strategy to Deployment: Packt
  • Introduction to Vertex AI Studio - Français: Google Cloud
  • Microsoft Power BI Performance Best Practices: Packt
  • Tower Defense Game Development – Unity 6 & Blender: Packt
  • Cloud Operations and Troubleshooting: Packt

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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